<?php
// This file is part of Moodle - http://moodle.org/
//
// Moodle is free software: you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// Moodle is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with Moodle. If not, see <http://www.gnu.org/licenses/>.
< /**
< * Unit tests for the dataset manager.
< *
< * @package core_analytics
< * @copyright 2017 David MonllaĆ³ {@link http://www.davidmonllao.com}
< * @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
< */
<
< defined('MOODLE_INTERNAL') || die();
> namespace core_analytics;
/**
* Unit tests for the dataset manager.
*
* @package core_analytics
* @copyright 2017 David MonllaĆ³ {@link http://www.davidmonllao.com}
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
*/
< class dataset_manager_testcase extends advanced_testcase {
> class dataset_manager_test extends \advanced_testcase {
/**
* setUp
*
* @return null
*/
< public function setUp() {
> public function setUp(): void {
$this->resetAfterTest(true);
$this->sharedtoprows = array(
array('var1', 'var2'),
array('value1', 'value2'),
array('header1', 'header2')
);
}
/**
* test_create_dataset
*
* @return null
*/
public function test_create_dataset() {
$dataset1 = new \core_analytics\dataset_manager(1, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$dataset1data = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah')));
$f1 = $dataset1->store($dataset1data);
$f1contents = $f1->get_content();
< $this->assertContains('yeah', $f1contents);
< $this->assertContains('var1', $f1contents);
< $this->assertContains('value1', $f1contents);
< $this->assertContains('header1', $f1contents);
> $this->assertStringContainsString('yeah', $f1contents);
> $this->assertStringContainsString('var1', $f1contents);
> $this->assertStringContainsString('value1', $f1contents);
> $this->assertStringContainsString('header1', $f1contents);
}
/**
* test_merge_datasets
*
* @return null
*/
public function test_merge_datasets() {
$dataset1 = new \core_analytics\dataset_manager(1, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$dataset1data = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah')));
$f1 = $dataset1->store($dataset1data);
$dataset2 = new \core_analytics\dataset_manager(1, 2, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$dataset2data = array_merge($this->sharedtoprows, array(array('no', 'no', 'no')));
$f2 = $dataset2->store($dataset2data);
$files = array($f1, $f2);
$merged = \core_analytics\dataset_manager::merge_datasets($files, 1, 'whatever',
\core_analytics\dataset_manager::LABELLED_FILEAREA);
$mergedfilecontents = $merged->get_content();
< $this->assertContains('yeah', $mergedfilecontents);
< $this->assertContains('no', $mergedfilecontents);
< $this->assertContains('var1', $mergedfilecontents);
< $this->assertContains('value1', $mergedfilecontents);
< $this->assertContains('header1', $mergedfilecontents);
> $this->assertStringContainsString('yeah', $mergedfilecontents);
> $this->assertStringContainsString('no', $mergedfilecontents);
> $this->assertStringContainsString('var1', $mergedfilecontents);
> $this->assertStringContainsString('value1', $mergedfilecontents);
> $this->assertStringContainsString('header1', $mergedfilecontents);
}
/**
* test_get_pending_files
*
* @return null
*/
public function test_get_pending_files() {
global $DB;
$this->resetAfterTest();
$fakemodelid = 123;
$timesplittingids = array(
'\core\analytics\time_splitting\quarters',
'\core\analytics\time_splitting\quarters_accum',
);
// No files.
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids));
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids));
// We will reuse this analysable file to create training and prediction datasets (analysable level files are
// merged into training and prediction files).
$analysabledataset = new \core_analytics\dataset_manager($fakemodelid, 1, 'whatever',
\core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$analysabledatasetdata = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah')));
$file = $analysabledataset->store($analysabledatasetdata);
// Evaluation files ignored.
$evaluationdataset = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid,
'\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, true);
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids));
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids));
// Training and prediction files are not mixed up.
$trainingfile1 = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid,
'\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$this->waitForSecond();
$trainingfile2 = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid,
'\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, false);
$bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids);
$this->assertFalse(isset($bytimesplitting['\core\analytics\time_splitting\quarters_accum']));
$this->assertCount(2, $bytimesplitting['\core\analytics\time_splitting\quarters']);
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids));
$predictionfile = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid,
'\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::UNLABELLED_FILEAREA, false);
$bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids);
$this->assertFalse(isset($bytimesplitting['\core\analytics\time_splitting\quarters_accum']));
$this->assertCount(1, $bytimesplitting['\core\analytics\time_splitting\quarters']);
// Already used for training and prediction are discarded.
$usedfile = (object)['modelid' => $fakemodelid, 'fileid' => $trainingfile1->get_id(), 'action' => 'trained',
'time' => time()];
$DB->insert_record('analytics_used_files', $usedfile);
$bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids);
$this->assertCount(1, $bytimesplitting['\core\analytics\time_splitting\quarters']);
$usedfile->fileid = $predictionfile->get_id();
$usedfile->action = 'predicted';
$DB->insert_record('analytics_used_files', $usedfile);
$this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids));
}
}